Struct rust_bert::models::albert::AlbertConfig

source · 
pub struct AlbertConfig {
Show 24 fields
    pub hidden_act: Activation,
    pub attention_probs_dropout_prob: f64,
    pub classifier_dropout_prob: Option<f64>,
    pub bos_token_id: i64,
    pub eos_token_id: i64,
    pub embedding_size: i64,
    pub hidden_dropout_prob: f64,
    pub hidden_size: i64,
    pub initializer_range: f32,
    pub inner_group_num: i64,
    pub intermediate_size: i64,
    pub layer_norm_eps: Option<f64>,
    pub max_position_embeddings: i64,
    pub num_attention_heads: i64,
    pub num_hidden_groups: i64,
    pub num_hidden_layers: i64,
    pub pad_token_id: i64,
    pub type_vocab_size: i64,
    pub vocab_size: i64,
    pub output_attentions: Option<bool>,
    pub output_hidden_states: Option<bool>,
    pub is_decoder: Option<bool>,
    pub id2label: Option<HashMap<i64, String>>,
    pub label2id: Option<HashMap<String, i64>>,

}
Expand description

ALBERT model configuration

Defines the ALBERT model architecture (e.g. number of layers, hidden layer size, label mapping…)

Fields§

§hidden_act: Activation§attention_probs_dropout_prob: f64§classifier_dropout_prob: Option<f64>§bos_token_id: i64§eos_token_id: i64§embedding_size: i64§hidden_dropout_prob: f64§hidden_size: i64§initializer_range: f32§inner_group_num: i64§intermediate_size: i64§layer_norm_eps: Option<f64>§max_position_embeddings: i64§num_attention_heads: i64§num_hidden_groups: i64§num_hidden_layers: i64§pad_token_id: i64§type_vocab_size: i64§vocab_size: i64§output_attentions: Option<bool>§output_hidden_states: Option<bool>§is_decoder: Option<bool>§id2label: Option<HashMap<i64, String>>§label2id: Option<HashMap<String, i64>>

Trait Implementations§

source§

impl Clone for AlbertConfig

source§

fn clone(&self) -> AlbertConfig

Returns a copy of the value. Read more
1.0.0 · source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
source§

impl Config for AlbertConfig

source§

fn from_file<P: AsRef<Path>>(path: P) -> Self

Loads a Config object from a JSON file. The format is expected to be aligned with the Transformers library configuration files for each model. The parsing will fail if non-optional keys expected by the model are missing. Read more
source§

impl Debug for AlbertConfig

source§

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
source§

impl Default for AlbertConfig

source§

fn default() -> Self

Returns the “default value” for a type. Read more
source§

impl<'de> Deserialize<'de> for AlbertConfig

source§

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
source§

impl Serialize for AlbertConfig

source§

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more
source§

impl TryFrom<&ConfigOption> for AlbertConfig

§

type Error = RustBertError

The type returned in the event of a conversion error.
source§

fn try_from(config: &ConfigOption) -> Result<Self, Self::Error>

Performs the conversion.

Auto Trait Implementations§

Blanket Implementations§

source§

impl<T> Any for T
where T: 'static + ?Sized,

source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
source§

impl<T> Borrow<T> for T
where T: ?Sized,

source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
source§

impl<T> BorrowMut<T> for T
where T: ?Sized,

source§

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
source§

impl<T> From<T> for T

source§

fn from(t: T) -> T

Returns the argument unchanged.

source§

impl<T> Instrument for T

source§

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
source§

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
source§

impl<T, U> Into<U> for T
where U: From<T>,

source§

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

§

impl<T> Pointable for T

§

const ALIGN: usize = _

The alignment of pointer.
§

type Init = T

The type for initializers.
§

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
§

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
§

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
§

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
source§

impl<T> Same for T

§

type Output = T

Should always be Self
source§

impl<T> ToOwned for T
where T: Clone,

§

type Owned = T

The resulting type after obtaining ownership.
source§

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
source§

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
source§

impl<T, U> TryFrom<U> for T
where U: Into<T>,

§

type Error = Infallible

The type returned in the event of a conversion error.
source§

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
source§

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

§

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
source§

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
§

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

§

fn vzip(self) -> V

source§

impl<T> WithSubscriber for T

source§

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more
source§

fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more
source§

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,